@inproceedings{yan-etal-2026-text, title = "Text-Guided Multi-Scale Frequency Representation Adaptation", author = "Yan, Weicai and Ma, Xinhua and Lin, Wang and Jin, Tao", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1108/", pages = "24169--24187", ISBN = "979-8-89176-390-6" }